{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "消费能力：居民的消费水平和消费意愿，直接影响经济活力。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1800x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "from matplotlib.ticker import MultipleLocator\n",
    "\n",
    "# 获取中国社会消费品零售总额数据\n",
    "data = ak.macro_china_consumer_goods_retail().head(72)  # 获取前72个月的数据\n",
    "\n",
    "# 数据预处理：将'月份'列转换为日期格式，并将'当月'列转换为浮动类型\n",
    "data['月份'] = pd.to_datetime(data['月份'], format='%Y年%m月份')\n",
    "data['当月'] = pd.to_numeric(data['当月'], errors='coerce')\n",
    "\n",
    "# 提取年份信息\n",
    "data['年份'] = data['月份'].dt.year\n",
    "\n",
    "# 找出每年当月零售总额的最大值及其对应的月份\n",
    "max_values = data.loc[data.groupby('年份')['当月'].idxmax()]\n",
    "\n",
    "# 找出每年最后一个月的同比累计增速\n",
    "last_year_growth = data.groupby('年份').last()\n",
    "\n",
    "# 绘制曲线图\n",
    "fig, ax1 = plt.subplots(figsize=(18, 6))  # 增加画布大小，这里设置为 14 x 8 英寸\n",
    "\n",
    "# 绘制当月的社会消费零售总额\n",
    "ax1.plot(data['月份'], data['当月'], marker='o', linestyle='-', color='b', label='当月消费零售总额')\n",
    "ax1.set_xlabel('月份', fontsize=12)\n",
    "ax1.set_ylabel('当月消费零售总额 (亿元)', fontsize=12, color='b')\n",
    "ax1.tick_params(axis='y', labelcolor='b')\n",
    "\n",
    "# 设置x轴的刻度，显示每1个月的月份\n",
    "ax1.set_xticks(data['月份'][::1])  # 每1个月显示一次月份\n",
    "ax1.set_xticklabels(data['月份'].astype(str), rotation=-90)  # 并旋转90度\n",
    "ax1.grid(True)\n",
    "\n",
    "# 标注每年最大值\n",
    "for i, row in max_values.iterrows():\n",
    "    ax1.annotate(f'{row[\"当月\"]:.2f}亿元', \n",
    "                 xy=(row['月份'], row['当月']), \n",
    "                 xytext=(row['月份'], row['当月'] + 500),  # 设置文本位置\n",
    "                 arrowprops=dict(facecolor='black', arrowstyle=\"->\"),\n",
    "                 fontsize=10, color='green')\n",
    "\n",
    "# 设置左边 y 轴和 x 轴的刻度线为虚线\n",
    "ax1.tick_params(axis='x', which='both', direction='in', length=6, width=1, grid_color='orange', grid_alpha=0.5)\n",
    "ax1.tick_params(axis='y', which='both', direction='in', length=6, width=1, grid_color='orange', grid_alpha=0.5)\n",
    "\n",
    "# 创建第二个 y 轴，绘制同比增长曲线\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(data['月份'], data['同比增长'], marker='s', linestyle='-', color='r', label='同比增长 (%)')\n",
    "ax2.set_ylabel('同比增长 (%)', fontsize=12, color='r')\n",
    "ax2.tick_params(axis='y', labelcolor='r')\n",
    "\n",
    "# 绘制 \"累计-同比增长\" 曲线，使用与 \"同比增长\" 相同的 y 轴\n",
    "ax2.plot(data['月份'], data['累计-同比增长'], marker='^', linestyle='-', color='g', label='累计-同比增长 (%)')\n",
    "\n",
    "# 标注每年最后一个同比累计增速\n",
    "for i, row in last_year_growth.iterrows():\n",
    "    ax2.annotate(f'{row[\"累计-同比增长\"]:.2f}%', \n",
    "                 xy=(row['月份'], row['累计-同比增长']), \n",
    "                 xytext=(row['月份'], row['累计-同比增长'] + 1),  # 设置文本位置\n",
    "                 arrowprops=dict(facecolor='black', arrowstyle=\"->\"),\n",
    "                 fontsize=10, color='purple')\n",
    "\n",
    "# 设置右侧 y 轴的刻度间隔为 5\n",
    "ax2.yaxis.set_major_locator(MultipleLocator(5))  # 每5个单位为一个刻度间隔\n",
    "\n",
    "# 设置右侧 y 轴的刻度线为虚线，颜色为橙色\n",
    "ax2.tick_params(axis='y', which='both', direction='in', length=6, width=1, grid_color='orange', grid_alpha=0.5)\n",
    "\n",
    "# 设置图表标题\n",
    "plt.title('中国社会消费品零售总额与同比增长 (当月, 同比, 累计-同比)', fontsize=16)\n",
    "\n",
    "# 显示图表\n",
    "fig.tight_layout()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "消费信息指数，衡量消费这对经济的环境的信息强弱的指标"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 获取中国社会消费品零售总额数据\n",
    "data = ak.macro_china_consumer_goods_retail().head(36)  # 获取前36个月的数据\n",
    "\n",
    "# 数据预处理：将'月份'列转换为日期格式\n",
    "data['月份'] = pd.to_datetime(data['月份'], format='%Y年%m月份')\n",
    "\n",
    "# 绘制累计总额曲线\n",
    "plt.figure(figsize=(10, 6))\n",
    "\n",
    "# 绘制累计总额曲线，直接使用'累计'列\n",
    "plt.plot(data['月份'], data['累计'], marker='o', linestyle='-', color='g', label='累计消费零售总额')\n",
    "\n",
    "# 设置图表标题和标签\n",
    "plt.title('中国社会消费品零售总额累计曲线', fontsize=16)\n",
    "plt.xlabel('月份', fontsize=12)\n",
    "plt.ylabel('累计消费零售总额 (亿元)', fontsize=12)\n",
    "plt.xticks(rotation=45)\n",
    "plt.grid(True)\n",
    "\n",
    "# 显示图表\n",
    "plt.tight_layout()\n",
    "plt.legend()\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "消费信心"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "          月份  消费者信心指数-指数值  消费者信心指数-同比增长  消费者信心指数-环比增长  消费者满意指数-指数值  \\\n",
      "0  2024年10月份         86.9     -1.137656      1.400233         84.6   \n",
      "1  2024年09月份         85.7     -1.720183     -0.116550         84.2   \n",
      "2  2024年08月份         85.8     -0.809249     -0.232558         84.5   \n",
      "3  2024年07月份         86.0     -0.462963     -0.232019         84.4   \n",
      "4  2024年06月份         86.2     -0.231481     -0.231481         84.4   \n",
      "\n",
      "   消费者满意指数-同比增长  消费者满意指数-环比增长  消费者预期指数-指数值  消费者预期指数-同比增长  消费者预期指数-环比增长  \n",
      "0     -3.644647      0.475059         84.6      0.454545      1.960784  \n",
      "1     -2.771363     -0.355030         84.2     -1.589103      0.115473  \n",
      "2     -2.085747      0.118483         84.5     -0.230415     -0.574053  \n",
      "3     -2.201622      0.000000         84.4      0.577367     -0.343249  \n",
      "4     -1.746217      0.000000         84.4      0.229358     -0.342075  \n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import akshare as ak\n",
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 获取中国消费者信心指数-指数值数据\n",
    "consumer_confidence_data = ak.macro_china_xfzxx().head(48)\n",
    "\n",
    "# 查看数据的前几行\n",
    "print(consumer_confidence_data.head())\n",
    "\n",
    "# 数据预处理：将'月份'列转换为日期格式，并将'消费者信心指数-指数值'列转换为浮动类型\n",
    "consumer_confidence_data['月份'] = pd.to_datetime(consumer_confidence_data['月份'], format='%Y年%m月份')\n",
    "consumer_confidence_data['消费者信心指数-指数值'] = pd.to_numeric(consumer_confidence_data['消费者信心指数-指数值'], errors='coerce')\n",
    "\n",
    "# 绘制曲线图\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(consumer_confidence_data['月份'], consumer_confidence_data['消费者信心指数-指数值'], marker='o', linestyle='-', color='b', label='消费者信心指数-指数值')\n",
    "\n",
    "# 设置图表标题和标签\n",
    "plt.title('中国消费者信心指数-指数值 (CCI)', fontsize=16)\n",
    "plt.xlabel('月份', fontsize=12)\n",
    "plt.ylabel('消费者信心指数-指数值', fontsize=12)\n",
    "\n",
    "# 设置x轴的刻度\n",
    "plt.xticks(consumer_confidence_data['月份'], rotation=-90)\n",
    "\n",
    "# 显示网格\n",
    "plt.grid(True)\n",
    "\n",
    "# 显示图表\n",
    "plt.tight_layout()\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
